Publications
Probabilistic Spatio-temporal Seasonal Sea Ice Presence Forecastingusing Sequence-to-Sequence Learning and ERA5 data in the Hudson Bay region. The Cryosphere. probabilistic_sea_ice_forecasting_nrc.pdf
. (2022). Evaluation of a neural network for detection of ice and water in SAR imagery and the role of uncertainty information. IEEE Transactions on Geoscience and Remote Sensing. Retrieved from https://ieeexplore.ieee.org/document/9112220
. (2020). Data fusion and data assimilation of ice thickness observations using a regularisation framework. Tellus A. Retrieved from doi.org/10.1080/16000870.2018.1564487
. (2019). Kinetic energy cascade in stably stratified open-channel flows. Journal of Fluid Mechanics.
. (2021). Characteristics of near-wall turbulence subjected to strongly-stable stratification. Physical Review Fluids, 25. asw20.pdf
. (2020). Wall turbulence response to surface cooling and formation of strongly stable stratified boundary layer. Physics of Fluids, 26 pages. Retrieved from https://aip.scitation.org/doi/10.1063/1.5109797
. (2020). . (Accepted). MMSeaIce: Multi-task mapping of sea ice parameters from AI4Arctic sea ice challenge dataset. The Cryosphere. Retrieved from https://egusphere.copernicus.org/preprints/2023/egusphere-2023-1297/
(2024). Weakly supervised learning for sea ice concentration extraction using AI4Arctic sea ice challenge dataset. IEEE Geoscience and Remote Sensing Letters, 21. Retrieved from https://ieeexplore.ieee.org/document/10335753
. (2023). Sea ice classification with dual-polarized SAR imagery: a hierarchical pipeline. In First Workshop on Maritime Computer Vision (MaCVi). The Computer Vision Foundation. chen_sea_ice_classification_with_dual-polarized_sar_imagery_a_hierarchical_pipeline_wacvw_2023_paper.pdf
. (2023). Uncertainty-Incorporated Ice and Open WaterDetection on Dual-Polarized SAR Sea Ice Imagery. IEEE Transactions on Geoscience and Remote Sensing. uncertainty-incorporated_ice_and_open_water_detection_on_dual-polarized_sar_sea_ice_imagery.pdf
. (2022). Estimating Sea Ice Concentration: Training Convolutional Neural Networks with passive microwave data. IEEE Transactions on Geoscience and Remote Sensing, 57(7), 4735-4747. Retrieved from doi.org/10.1109/TGRS.2019.2892723 cnn_sar_noisy.pdf
. (2019). Gravity currents in the cabbeling regime. Physical Review Fluids, 8, 014502. Retrieved from https://journals.aps.org/prfluids/abstract/10.1103/PhysRevFluids.8.014502?ft=1
. (2023). Numerical simulations of the three-dimensionalization of a shear flow in radiatively forced cold water below the density maximum. Physical Review Fluids. Retrieved from https://journals.aps.org/prfluids/accepted/1807eS60X0a11a02314214a6e1b4b7f1ad2cdd686
. (2022). Asymmetries in gravity currents attributed to the non-linear equation of state. Journal of Fluid Mechanics.
. (2021). Satellite Collision Avoidance Maneuver Planning in Low Earth Orbit using Proximal Policy Optimization. In IEEE World Congress on Computational Intelligence. IEEE.
. (Accepted). Beluga whale detection in the Cumberland Sound Bay using convolutional neural networks. Canadian Journal of Remote Sensing. Retrieved from https://www.tandfonline.com/doi/abs/10.1080/07038992.2021.1901221?journalCode=ujrs20
. (2021). Detection of marginal ice zone in Synthetic Aperture Radar imagery using curvelet-based features: A case study on the Canadian East Coast. Journal of Applied Remote Sensing, 13(1). Retrieved from doi:10.1117/1.JRS.13.014505 jars_revised.pdf
. (2019). Automatic detection of the ice edge in SAR imagery using curvelet transform and active contour. Remote Sensing, 8(6). Retrieved from https://doi.org/10.3390/rs8060480
. (2016). . (2019).